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AIPS
2011
14 years 1 months ago
Effective Heuristics and Belief Tracking for Planning with Incomplete Information
Conformant planning can be formulated as a path-finding problem in belief space where the two main challenges are the heuristics to guide the search, and the representation and u...
Alexandre Albore, Miquel Ramírez, Hector Ge...
AROBOTS
2002
126views more  AROBOTS 2002»
14 years 9 months ago
Selecting Landmarks for Localization in Natural Terrain
We describe techniques to optimally select landmarks for performing mobile robot localization by matching terrain maps. The method is based upon a maximum-likelihood robot localiza...
Clark F. Olson
ICRA
2007
IEEE
143views Robotics» more  ICRA 2007»
15 years 4 months ago
Anytime, Dynamic Planning in High-dimensional Search Spaces
— We present a sampling-based path planning and replanning algorithm that produces anytime solutions. Our algorithm tunes the quality of its result based on available search time...
Dave Ferguson, Anthony Stentz
HRI
2006
ACM
15 years 3 months ago
Effective team-driven multi-model motion tracking
Autonomous robots use sensors to perceive and track objects in the world. Tracking algorithms use object motion models to estimate the position of a moving object. Tracking effic...
Yang Gu, Manuela M. Veloso
75
Voted
JOLLI
2007
128views more  JOLLI 2007»
14 years 9 months ago
Linear temporal logic as an executable semantics for planning languages
This paper presents an approach to artificial intelligence planning based on linear temporal logic (LTL). A simple and easy-to-use planning language is described, PDDL-K (Planning...
Marta Cialdea Mayer, Carla Limongelli, Andrea Orla...